This hand-written tutorial covers the basics of Linear Algebra, including vector spaces, matrices, and linear transformations. It is designed for beginners and provides a foundation for more advanced topics in mathematics and engineering. There are three sections. This presentation follows many sources, but I directly used Bullo and Lewis, 2005. Consider also the more accessible book by Strang, 2023.